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Updated: Aug 14, 2026

Multifractal Spectrum Analysis for Assessing Pulmonary Nodule Malignancy
Published on: January 10, 2025
The emergence of the fractal bronchial tree
Malte Mederacke1, Kevin A Yamauchi1, Nikolaos Doumpas1
1Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056 Basel, Switzerland; Swiss Institute of Bioinformatics, Schanzenstrasse 44, 4056 Basel, Switzerland.
Abstract:
The fractal design of the bronchial tree, as described by the Hess-Murray law, facilitates energy-efficient lung ventilation, yet its developmental origins remain unclear. Here, we quantify the rearrangement of the embryonic bronchial tree into its fractal architecture using SkelePlex, a new neural network-based image processing pipeline, and elucidate the biophysical principles governing its formation. We find that the branch shapes are such that pressure drop, shear, axial, and hoop stresses are equal across all branches. The seemingly random diameters of sister branches reflect the different number of tips they connect to in the asymmetric lung tree. By analyzing lungs after pneumonectomy and those affected by chronic obstructive pulmonary disease (COPD), we show that the same principles persist in adulthood and disease, potentially providing quantitative biomarkers for disease progression and therapeutic guidance.
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